◆ Anthropology

What a development researcher
really does.

18 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

18evidenced tasks
3,450in the US (2025)
$76,750median pay / year
7systems it runs on
This is what one task looks like here
Organize and maintain historical collections
Organize the archive of community development reports from 1990–2015 i…2 sources agree

The shape of the day

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The work, task by task

18 tasks
Hands on the work12
Organize and maintain historical collections+
Organize the archive of community development reports from 1990–2015 into a searchable historical collection, create consistent descriptive records for each file, verify provenance and rights, and relocate originals into the climate-controlled storage shelf A3 by Friday.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Advise on historical authenticity and accuracy+
Review the period illustrations, procurement records, and oral histories for the film project and write a memo listing three factual corrections, two suggestive wording changes, and one staging concern to ensure historical authenticity before the location shoot on Monday.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Evaluate the reliability of historical sources+
Assess the reliability of the six contested land tenure sources by checking authorship, date, archival provenance, corroborating documents, and bias, and rank them from trustworthy to unreliable with a short justification for the legal team by Thursday.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze and interpret historical data+
Run the comparative analysis of harvest yields from 1870–1900: import the cleaned dataset, calculate annual means and variance, test for trend significance, and produce annotated charts and a short interpretation note for the program lead by Friday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Present findings at conferences or public events+
Present my conference findings on land tenure and displacement in northern Ghana at the Accra Development Forum next Wednesday: prepare a 20‑minute illustrated talk with two case study maps, three quick policy recommendations, a five‑slide appendix for Q&A, and send the final slide deck to Dr. Mensah and Lydia in events by Monday noon for approval.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Create and interpret timelines and chronological sequences+
Create a clear chronological timeline of settlement shifts in the Upper River basin from 1950–2020: compile dated events, attach primary source citations, produce a visual sequence with decade markers and uncertainty flags, and share the timeline PDF with Professor Agyapong and the field team by Thursday for accuracy checks.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Present the past of human societies+
Prepare a public lecture tracing the social history of market towns in eastern Sierra Leone: design a 40‑minute talk with three thematic sections, historical images with captions, a short reading list, and an accessible two‑paragraph summary for the programme; send materials to the festival organiser and to Tariq in communications by Monday.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Source criticism+
Conduct source criticism on the 1974 resettlement report: list provenance, authorship, intended audience, internal consistency issues, and three testable hypotheses about bias; annotate the PDF with notes and circulate the annotated copy to Elena and to the senior researcher by Friday noon.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice5
Watch and assess1

What the work runs on

named inside the evidenced tasks
6 tasksMicrosoft Officecomposes, edits and formats long research documents and produces citation-ready manuscripts
4 tasksMicrosoft Excelrecords source attributes, applies weighted criteria, and generates ranked reliability scores for comparisonOpen its task library →
3 tasksMicrosoft SharePointstores digitized records, manages metadata and access control for collections
2 tasksMicrosoft PowerPointbuild the slide deck, embed images and maps, and export a talk-ready file
1 taskIBM SPSS Statisticsperforms statistical tests, generates means, variances, and significance testing and creates annotated charts for interpretation
1 taskAdobe Acrobatannotate the report PDF, add comments and highlights, and share a reviewed file
1 taskMicrosoft Accesscollect and cross-reference individual records, dates, and bibliographic entries in a structured database

The same task, four heights

this page is height one
ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Play the other person, over and over
  • Grade its own suggestion against your goal

It cannot

where it stops, completely
  • Live with the outcome the way a development researcher has to
L · R7 of R7This job sits on researching — real theory, real diagnosis, but reality still holds the grading pen.

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $76,750 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $42,730; the top tenth near $131,810
  • 3,450 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself

Close to this work

12 nearby
AnthropologyPhysical Anthropologist29 evidenced tasks AnthropologyForensic Anthropologist29 evidenced tasks AnthropologyCultural Heritage Manager29 evidenced tasks AnthropologyCultural Consultant29 evidenced tasks AnthropologyMedia Anthropologist29 evidenced tasks AnthropologyDigital Anthropologist29 evidenced tasks AnthropologyArchaeology Field Technician29 evidenced tasks AnthropologyArchaeologist27 evidenced tasks

Questions people actually ask

You spend hours in two modes: digging through sources and organizing what you find. Mornings often mean reading primary materials — letters, reports, or archives — and taking notes in Microsoft Excel or Access to track dates, people, and citations.

Afternoons can be cataloging items in SharePoint, prepping a PowerPoint for a conference, or writing part of a research paper. You also meet colleagues to decide which topics to pursue and to assign cataloging tasks.

Start with Microsoft Excel and Word (part of Microsoft Office) because you’ll use them every day to record data and to draft articles or reports. Excel is how you make timelines, sort dates, and filter sources.

Next learn SharePoint for storing and sharing collections, and PowerPoint for presentations. If you need statistics, learn IBM SPSS Statistics. Adobe Acrobat is handy for scanning and annotating PDFs; Access helps with more complex databases.

Use AI to summarize long documents or suggest search terms, but never let it replace your source criticism. Always check AI-generated facts against original materials and annotate where you used the tool.

Keep raw sources in SharePoint or your institutional archive so others can verify your work. Treat AI outputs as a starting point, not as a primary source or final citation.

The U.S. Bureau of Labor Statistics (BLS) reports there were about 3,450 employed in this occupation with a median annual wage of $76,750. The lowest tenth earned $42,730 and the top tenth $131,810, according to BLS data.

Pay varies by employer (universities, museums, non-profits) and by whether you do grant-funded work or contract research.

A development researcher focuses on active projects: choosing topics, tracing developments in a field, writing papers, and presenting findings. You’ll often manage project databases and coordinate cataloging.

An historian may be more focused on long-form interpretation and teaching, while an archivist concentrates on preserving and organizing materials. In practice you’ll overlap: you’ll use SharePoint and Access like an archivist and write like a historian.

Source criticism — the ability to evaluate reliability and bias in documents — is the most-tested skill. Employers will ask for writing samples, annotated bibliographies, or small research exercises that show how you judge and cite sources.

They also test practical skills: give you a dataset to clean in Excel or ask how you’d organize files in SharePoint or Access. Be ready to show a short presentation in PowerPoint.

km/h RPM

How far can AI take you?

one question
Be honest — how far can a language model take you on researching?
There is a real answer, and it is not the flattering one.